The Mechanism · Gated-generation receipt

gen-briefly-explain-process-capability-index-cpk-and-one-common-ffb2

stable pending witness
2026-05-29 03:07:51 UTC · anthropic/claude-sonnet-4-5

Prompt

Briefly explain process capability index (Cpk) and one common misconception about it.
85 chars

Generation

## Process Capability Index (Cpk) **Cpk** measures how well a process fits within specification limits, accounting for both process variation AND centering. It's calculated as the minimum distance from the process mean to either specification limit, divided by half the process spread (3 standard deviations). **Formula:** Cpk = min[(USL - μ)/(3σ), (μ - LSL)/(3σ)] - **Cpk ≥ 1.33**: Generally considered capable - **Cpk < 1.0**: Process produces defects outside specifications ## Common Misconception **"A high Cpk means my process is performing well"** This is misleading because: - **Cpk assumes the process is stable and in statistical control** - If your process has special causes, shifts, or trends, Cpk calculations are meaningless - You could have a high Cpk value calculated from unstable data that doesn't represent actual process performance **Bottom line:** Always verify process stability with a control chart BEFORE calculating Cpk. Otherwise, you're measuring the capability of a process that doesn't consistently exist.
26 tokens in · 262 tokens out · 7293 ms · $0.004

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
pass
no declared way_path (Way check NA); no coercion language
EXECUTION
deferred
no witnesses available (Witness Roll not yet constituted)

Verifier results

scripture_anchors NOT_APPLICABLE
0 Scripture citation(s) extracted
theology_doctrine NOT_APPLICABLE
no doctrine keyword patterns detected

Metrics

Total latency
7305.8 ms
Base LLM
7292.9 ms
Verifiers
0.3 ms
Gates
0.1 ms
Cost
$0.004

Trail

03:07:51 received prompt_chars=85 verifiers=['scripture_anchors', 'theology_doctrine']
03:07:51 red_gate decision=pass reason=no disqualifying input patterns detected
03:07:58 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=26 tokens_out=262 latency_ms=7292.9 cost_usd=0.004
03:07:58 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
03:07:58 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
03:07:58 floor_gate decision=pass reason=output above protective minimum; no mismatches
03:07:58 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
03:07:58 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
03:07:58 signed hash_algo=sha256 hash=sha256:668b6c7ff1942e2d3a7d64d6f97874353d87c16d6feca8455e5c4b6f70ae236d

Content hash

sha256:668b6c7ff1942e2d3a7d64d6f97874353d87c16d6feca8455e5c4b6f70ae236d

SHA256 over the canonical JSON (excluding this field). Tamper detection. Ed25519 signing planned for v2 once the operator’s signing key is provisioned on disk.

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